A method of robust multivariate outlier replacement

Partial least-squares regression: a tutorial

Paul Geladi, Bruce R. Kowalski · Analytica Chimica Acta · 1986 · 6.9K citations

Engineering, Regression Analysis, Statistical Inference +4

Robust Estimation of a Location Parameter

Peter J. Huber · The Annals of Mathematical Statistics · 1964 · 6.7K citations · Full text

Location Tracking, Density Estimation, Engineering +14

The Influence Curve and its Role in Robust Estimation

Frank R. Hampel · Journal of the American Statistical Association · 1974 · 2.4K citations

Parameter Estimation, Engineering, Robustness (Computer Science) +17

Robust Regression: Asymptotics, Conjectures and Monte Carlo

Peter J. Huber · The Annals of Statistics · 1973 · 2.3K citations · Full text

Monte Carlo Results, Parameter Estimation, Initial Terms +12

Unmasking Multivariate Outliers and Leverage Points

Peter J. Rousseeuw, Bert C. van Zomeren · Journal of the American Statistical Association · 1990 · 1.4K citations

Mathematical Programming, Leverage Points, Classical Identification Method +11